Profiling Report

Dataset statistics

Number of variables	50
Number of observations	101766
Missing cells	374017
Missing cells (%)	7.4%
Total size in memory	215.4 MiB
Average record size in memory	2.2 KiB

Variable types

Numeric	13
Text	37

Alerts

`examide` has constant value ""	Constant
`citoglipton` has constant value ""	Constant
`race` has 2273 (2.2%) missing values	Missing
`weight` has 98569 (96.9%) missing values	Missing
`payer_code` has 40256 (39.6%) missing values	Missing
`medical_specialty` has 49949 (49.1%) missing values	Missing
`diag_3` has 1423 (1.4%) missing values	Missing
`max_glu_serum` has 96420 (94.7%) missing values	Missing
`A1Cresult` has 84748 (83.3%) missing values	Missing
`number_emergency` is highly skewed (γ1 = 22.85558215)	Skewed
`encounter_id` has unique values	Unique
`num_procedures` has 46652 (45.8%) zeros	Zeros
`number_outpatient` has 85027 (83.6%) zeros	Zeros
`number_emergency` has 90383 (88.8%) zeros	Zeros
`number_inpatient` has 67630 (66.5%) zeros	Zeros

Reproduction

Analysis started	2023-11-22 16:18:54.080791
Analysis finished	2023-11-22 16:18:56.861926
Duration	2.78 seconds
Software version	ydata-profiling vv4.6.2
Download configuration	config.json

encounter_id
Real number (ℝ)

UNIQUE

Distinct	101766
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	165201645.6

Minimum	12522
Maximum	443867222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	12522
5-th percentile	27170784
Q1	84961194
median	152388987
Q3	230270887.5
95-th percentile	378962843
Maximum	443867222
Range	443854700
Interquartile range (IQR)	145309693.5

Descriptive statistics

Standard deviation	102640296
Coefficient of variation (CV)	0.6213031087
Kurtosis	-0.1020713932
Mean	165201645.6
Median Absolute Deviation (MAD)	70921143
Skewness	0.6991415513
Sum	1.681191067 × 10¹³
Variance	1.053503036 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2278392	1	< 0.1%
190792044	1	< 0.1%
190790070	1	< 0.1%
190789722	1	< 0.1%
190786806	1	< 0.1%
190785018	1	< 0.1%
190781412	1	< 0.1%
190775886	1	< 0.1%
190764504	1	< 0.1%
190760322	1	< 0.1%
Other values (101756)	101756	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12522	1	< 0.1%
15738	1	< 0.1%
16680	1	< 0.1%
28236	1	< 0.1%
35754	1	< 0.1%

Value	Count	Frequency (%)
443867222	1	< 0.1%
443857166	1	< 0.1%
443854148	1	< 0.1%
443847782	1	< 0.1%
443847548	1	< 0.1%

patient_nbr
Real number (ℝ)

Distinct	71518
Distinct (%)	70.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54330400.69

Minimum	135
Maximum	189502619
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	135
5-th percentile	1456971.75
Q1	23413221
median	45505143
Q3	87545949.75
95-th percentile	111480273
Maximum	189502619
Range	189502484
Interquartile range (IQR)	64132728.75

Descriptive statistics

Standard deviation	38696359.35
Coefficient of variation (CV)	0.7122413759
Kurtosis	-0.3473720444
Mean	54330400.69
Median Absolute Deviation (MAD)	32950134
Skewness	0.4712807224
Sum	5.528987557 × 10¹²
Variance	1.497408227 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88785891	40	< 0.1%
43140906	28	< 0.1%
1660293	23	< 0.1%
88227540	23	< 0.1%
23199021	23	< 0.1%
23643405	22	< 0.1%
84428613	22	< 0.1%
92709351	21	< 0.1%
88789707	20	< 0.1%
29903877	20	< 0.1%
Other values (71508)	101524	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
135	2	< 0.1%
378	1	< 0.1%
729	1	< 0.1%
774	1	< 0.1%
927	1	< 0.1%

Value	Count	Frequency (%)
189502619	1	< 0.1%
189481478	1	< 0.1%
189445127	1	< 0.1%
189365864	1	< 0.1%
189351095	1	< 0.1%

race
Text

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	2273
Missing (%)	2.2%
Memory size	6.4 MiB

Length

Max length	15
Median length	9
Mean length	10.05168203
Min length	5

Characters and Unicode

Total characters	1000072
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Caucasian
2nd row	Caucasian
3rd row	AfricanAmerican
4th row	Caucasian
5th row	Caucasian

Value	Count	Frequency (%)
caucasian	76099	76.5%
africanamerican	19210	19.3%
hispanic	2037	2.0%
other	1506	1.5%
asian	641	0.6%

Most occurring characters

Value	Count	Frequency (%)
a	269395	26.9%
i	119234	11.9%
n	117197	11.7%
c	116556	11.7%
s	78777	7.9%
C	76099	7.6%
u	76099	7.6%
r	39926	4.0%
A	39061	3.9%
e	20716	2.1%
Other values (7)	47012	4.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	881369	88.1%
Uppercase Letter	118703	11.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	269395	30.6%
i	119234	13.5%
n	117197	13.3%
c	116556	13.2%
s	78777	8.9%
u	76099	8.6%
r	39926	4.5%
e	20716	2.4%
f	19210	2.2%
m	19210	2.2%
Other values (3)	5049	0.6%

Uppercase Letter

Value	Count	Frequency (%)
C	76099	64.1%
A	39061	32.9%
H	2037	1.7%
O	1506	1.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1000072	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	269395	26.9%
i	119234	11.9%
n	117197	11.7%
c	116556	11.7%
s	78777	7.9%
C	76099	7.6%
u	76099	7.6%
r	39926	4.0%
A	39061	3.9%
e	20716	2.1%
Other values (7)	47012	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1000072	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	269395	26.9%
i	119234	11.9%
n	117197	11.7%
c	116556	11.7%
s	78777	7.9%
C	76099	7.6%
u	76099	7.6%
r	39926	4.0%
A	39061	3.9%
e	20716	2.1%
Other values (7)	47012	4.7%

gender
Text

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.0 MiB

Length

Max length	15
Median length	6
Mean length	5.075496728
Min length	4

Characters and Unicode

Total characters	516513
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Female
2nd row	Female
3rd row	Female
4th row	Male
5th row	Male

Value	Count	Frequency (%)
female	54708	53.8%
male	47055	46.2%
unknown/invalid	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	156471	30.3%
a	101766	19.7%
l	101766	19.7%
F	54708	10.6%
m	54708	10.6%
M	47055	9.1%
n	12	< 0.1%
U	3	< 0.1%
k	3	< 0.1%
o	3	< 0.1%
Other values (6)	18	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	414741	80.3%
Uppercase Letter	101769	19.7%
Other Punctuation	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	156471	37.7%
a	101766	24.5%
l	101766	24.5%
m	54708	13.2%
n	12	< 0.1%
k	3	< 0.1%
o	3	< 0.1%
w	3	< 0.1%
v	3	< 0.1%
i	3	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
F	54708	53.8%
M	47055	46.2%
U	3	< 0.1%
I	3	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
/	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	516510	> 99.9%
Common	3	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	156471	30.3%
a	101766	19.7%
l	101766	19.7%
F	54708	10.6%
m	54708	10.6%
M	47055	9.1%
n	12	< 0.1%
U	3	< 0.1%
k	3	< 0.1%
o	3	< 0.1%
Other values (5)	15	< 0.1%

Common

Value	Count	Frequency (%)
/	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	516513	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	156471	30.3%
a	101766	19.7%
l	101766	19.7%
F	54708	10.6%
m	54708	10.6%
M	47055	9.1%
n	12	< 0.1%
U	3	< 0.1%
k	3	< 0.1%
o	3	< 0.1%
Other values (6)	18	< 0.1%

age
Text

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 MiB

Length

Max length	8
Median length	7
Mean length	7.025863255
Min length	6

Characters and Unicode

Total characters	714994
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	[0-10)
2nd row	[10-20)
3rd row	[20-30)
4th row	[30-40)
5th row	[40-50)

Value	Count	Frequency (%)
70-80	26068	25.6%
60-70	22483	22.1%
50-60	17256	17.0%
80-90	17197	16.9%
40-50	9685	9.5%
30-40	3775	3.7%
90-100	2793	2.7%
20-30	1657	1.6%
10-20	691	0.7%
0-10	161	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	206325	28.9%
[	101766	14.2%
-	101766	14.2%
)	101766	14.2%
7	48551	6.8%
8	43265	6.1%
6	39739	5.6%
5	26941	3.8%
9	19990	2.8%
4	13460	1.9%
Other values (3)	11425	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	409696	57.3%
Open Punctuation	101766	14.2%
Dash Punctuation	101766	14.2%
Close Punctuation	101766	14.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	206325	50.4%
7	48551	11.9%
8	43265	10.6%
6	39739	9.7%
5	26941	6.6%
9	19990	4.9%
4	13460	3.3%
3	5432	1.3%
1	3645	0.9%
2	2348	0.6%

Open Punctuation

Value	Count	Frequency (%)
[	101766	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	101766	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	101766	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	714994	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	206325	28.9%
[	101766	14.2%
-	101766	14.2%
)	101766	14.2%
7	48551	6.8%
8	43265	6.1%
6	39739	5.6%
5	26941	3.8%
9	19990	2.8%
4	13460	1.9%
Other values (3)	11425	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	714994	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	206325	28.9%
[	101766	14.2%
-	101766	14.2%
)	101766	14.2%
7	48551	6.8%
8	43265	6.1%
6	39739	5.6%
5	26941	3.8%
9	19990	2.8%
4	13460	1.9%
Other values (3)	11425	1.6%

weight
Text

MISSING

Distinct	9
Distinct (%)	0.3%
Missing	98569
Missing (%)	96.9%
Memory size	3.2 MiB

Length

Max length	9
Median length	8
Mean length	7.910541132
Min length	4

Characters and Unicode

Total characters	25290
Distinct characters	9
Distinct categories	5 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	[75-100)
2nd row	[50-75)
3rd row	[0-25)
4th row	[75-100)
5th row	[75-100)

Value	Count	Frequency (%)
75-100	1336	41.8%
50-75	897	28.1%
100-125	625	19.5%
125-150	145	4.5%
25-50	97	3.0%
0-25	48	1.5%
150-175	35	1.1%
175-200	11	0.3%
200	3	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	5172	20.5%
5	4368	17.3%
[	3194	12.6%
-	3194	12.6%
)	3194	12.6%
1	2957	11.7%
7	2279	9.0%
2	929	3.7%
>	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15705	62.1%
Open Punctuation	3194	12.6%
Dash Punctuation	3194	12.6%
Close Punctuation	3194	12.6%
Math Symbol	3	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5172	32.9%
5	4368	27.8%
1	2957	18.8%
7	2279	14.5%
2	929	5.9%

Open Punctuation

Value	Count	Frequency (%)
[	3194	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3194	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3194	100.0%

Math Symbol

Value	Count	Frequency (%)
>	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25290	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5172	20.5%
5	4368	17.3%
[	3194	12.6%
-	3194	12.6%
)	3194	12.6%
1	2957	11.7%
7	2279	9.0%
2	929	3.7%
>	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25290	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5172	20.5%
5	4368	17.3%
[	3194	12.6%
-	3194	12.6%
)	3194	12.6%
1	2957	11.7%
7	2279	9.0%
2	929	3.7%
>	3	< 0.1%

admission_type_id
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.024006053

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	6
Maximum	8
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.44540283
Coefficient of variation (CV)	0.7141296972
Kurtosis	1.942476114
Mean	2.024006053
Median Absolute Deviation (MAD)	0
Skewness	1.591984327
Sum	205975
Variance	2.08918934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	53990	53.1%
3	18869	18.5%
2	18480	18.2%
6	5291	5.2%
5	4785	4.7%
8	320	0.3%
7	21	< 0.1%
4	10	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	53990	53.1%
2	18480	18.2%
3	18869	18.5%
4	10	< 0.1%
5	4785	4.7%

Value	Count	Frequency (%)
8	320	0.3%
7	21	< 0.1%
6	5291	5.2%
5	4785	4.7%
4	10	< 0.1%

discharge_disposition_id
Real number (ℝ)

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.715641766

Minimum	1
Maximum	28
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	4
95-th percentile	18
Maximum	28
Range	27
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.280165509
Coefficient of variation (CV)	1.421064204
Kurtosis	6.003346764
Mean	3.715641766
Median Absolute Deviation (MAD)	0
Skewness	2.563066993
Sum	378126
Variance	27.88014781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
1	60234	59.2%
3	13954	13.7%
6	12902	12.7%
18	3691	3.6%
2	2128	2.1%
22	1993	2.0%
11	1642	1.6%
5	1184	1.2%
25	989	1.0%
4	815	0.8%
Other values (16)	2234	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	60234	59.2%
2	2128	2.1%
3	13954	13.7%
4	815	0.8%
5	1184	1.2%

Value	Count	Frequency (%)
28	139	0.1%
27	5	< 0.1%
25	989	1.0%
24	48	< 0.1%
23	412	0.4%

admission_source_id
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.754436649

Minimum	1
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	7
Q3	7
95-th percentile	17
Maximum	25
Range	24
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.064080834
Coefficient of variation (CV)	0.7062517293
Kurtosis	1.744989372
Mean	5.754436649
Median Absolute Deviation (MAD)	0
Skewness	1.029934878
Sum	585606
Variance	16.51675303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
7	57494	56.5%
1	29565	29.1%
17	6781	6.7%
4	3187	3.1%
6	2264	2.2%
2	1104	1.1%
5	855	0.8%
3	187	0.2%
20	161	0.2%
9	125	0.1%
Other values (7)	43	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	29565	29.1%
2	1104	1.1%
3	187	0.2%
4	3187	3.1%
5	855	0.8%

Value	Count	Frequency (%)
25	2	< 0.1%
22	12	< 0.1%
20	161	0.2%
17	6781	6.7%
14	2	< 0.1%

time_in_hospital
Real number (ℝ)

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.395986872

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	11
Maximum	14
Range	13
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.985107767
Coefficient of variation (CV)	0.6790529304
Kurtosis	0.8502508405
Mean	4.395986872
Median Absolute Deviation (MAD)	2
Skewness	1.133998719
Sum	447362
Variance	8.910868383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
3	17756	17.4%
2	17224	16.9%
1	14208	14.0%
4	13924	13.7%
5	9966	9.8%
6	7539	7.4%
7	5859	5.8%
8	4391	4.3%
9	3002	2.9%
10	2342	2.3%
Other values (4)	5555	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	14208	14.0%
2	17224	16.9%
3	17756	17.4%
4	13924	13.7%
5	9966	9.8%

Value	Count	Frequency (%)
14	1042	1.0%
13	1210	1.2%
12	1448	1.4%
11	1855	1.8%
10	2342	2.3%

payer_code
Text

MISSING

Distinct	17
Distinct (%)	< 0.1%
Missing	40256
Missing (%)	39.6%
Memory size	4.7 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	123020
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	MC
2nd row	MC
3rd row	MC
4th row	MC
5th row	MC

Value	Count	Frequency (%)
mc	32439	52.7%
hm	6274	10.2%
sp	5007	8.1%
bc	4655	7.6%
md	3532	5.7%
cp	2533	4.1%
un	2448	4.0%
cm	1937	3.1%
og	1033	1.7%
po	592	1.0%
Other values (7)	1060	1.7%

Most occurring characters

Value	Count	Frequency (%)
M	44810	36.4%
C	41845	34.0%
P	8211	6.7%
H	6420	5.2%
S	5062	4.1%
B	4655	3.8%
D	4081	3.3%
U	2448	2.0%
N	2448	2.0%
O	1720	1.4%
Other values (6)	1320	1.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	123020	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	44810	36.4%
C	41845	34.0%
P	8211	6.7%
H	6420	5.2%
S	5062	4.1%
B	4655	3.8%
D	4081	3.3%
U	2448	2.0%
N	2448	2.0%
O	1720	1.4%
Other values (6)	1320	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	123020	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	44810	36.4%
C	41845	34.0%
P	8211	6.7%
H	6420	5.2%
S	5062	4.1%
B	4655	3.8%
D	4081	3.3%
U	2448	2.0%
N	2448	2.0%
O	1720	1.4%
Other values (6)	1320	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	123020	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	44810	36.4%
C	41845	34.0%
P	8211	6.7%
H	6420	5.2%
S	5062	4.1%
B	4655	3.8%
D	4081	3.3%
U	2448	2.0%
N	2448	2.0%
O	1720	1.4%
Other values (6)	1320	1.1%

medical_specialty
Text

MISSING

Distinct	72
Distinct (%)	0.1%
Missing	49949
Missing (%)	49.1%
Memory size	5.1 MiB

Length

Max length	36
Median length	33
Mean length	15.95090414
Min length	6

Characters and Unicode

Total characters	826528
Distinct characters	43
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	< 0.1%

Sample

1st row	Pediatrics-Endocrinology
2nd row	InternalMedicine
3rd row	Family/GeneralPractice
4th row	Family/GeneralPractice
5th row	Cardiology

Value	Count	Frequency (%)
internalmedicine	14635	28.2%
emergency/trauma	7565	14.6%
family/generalpractice	7440	14.4%
cardiology	5352	10.3%
surgery-general	3099	6.0%
nephrology	1613	3.1%
orthopedics	1400	2.7%
orthopedics-reconstructive	1233	2.4%
radiologist	1140	2.2%
pulmonology	871	1.7%
Other values (62)	7469	14.4%

Most occurring characters

Value	Count	Frequency (%)
e	105151	12.7%
r	76899	9.3%
a	71149	8.6%
n	68798	8.3%
i	63308	7.7%
c	50007	6.1%
l	48871	5.9%
y	34937	4.2%
t	34149	4.1%
o	34053	4.1%
Other values (33)	239206	28.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	705846	85.4%
Uppercase Letter	98148	11.9%
Other Punctuation	15907	1.9%
Dash Punctuation	6627	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	105151	14.9%
r	76899	10.9%
a	71149	10.1%
n	68798	9.7%
i	63308	9.0%
c	50007	7.1%
l	48871	6.9%
y	34937	4.9%
t	34149	4.8%
o	34053	4.8%
Other values (13)	118524	16.8%

Uppercase Letter

Value	Count	Frequency (%)
M	15055	15.3%
I	14683	15.0%
G	11882	12.1%
P	10448	10.6%
T	8332	8.5%
E	7861	8.0%
F	7451	7.6%
C	6307	6.4%
S	5156	5.3%
O	4146	4.2%
Other values (7)	6827	7.0%

Other Punctuation

Value	Count	Frequency (%)
/	15871	99.8%
&	36	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	6627	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	803994	97.3%
Common	22534	2.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	105151	13.1%
r	76899	9.6%
a	71149	8.8%
n	68798	8.6%
i	63308	7.9%
c	50007	6.2%
l	48871	6.1%
y	34937	4.3%
t	34149	4.2%
o	34053	4.2%
Other values (30)	216672	26.9%

Common

Value	Count	Frequency (%)
/	15871	70.4%
-	6627	29.4%
&	36	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	826528	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	105151	12.7%
r	76899	9.3%
a	71149	8.6%
n	68798	8.3%
i	63308	7.7%
c	50007	6.1%
l	48871	5.9%
y	34937	4.2%
t	34149	4.1%
o	34053	4.1%
Other values (33)	239206	28.9%

num_lab_procedures
Real number (ℝ)

Distinct	118
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.09564098

Minimum	1
Maximum	132
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	31
median	44
Q3	57
95-th percentile	73
Maximum	132
Range	131
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	19.67436225
Coefficient of variation (CV)	0.4565278947
Kurtosis	-0.2450735189
Mean	43.09564098
Median Absolute Deviation (MAD)	13
Skewness	-0.2365439206
Sum	4385671
Variance	387.0805299
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3208	3.2%
43	2804	2.8%
44	2496	2.5%
45	2376	2.3%
38	2213	2.2%
40	2201	2.2%
46	2189	2.2%
41	2117	2.1%
42	2113	2.1%
47	2106	2.1%
Other values (108)	77943	76.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3208	3.2%
2	1101	1.1%
3	668	0.7%
4	378	0.4%
5	286	0.3%

Value	Count	Frequency (%)
132	1	< 0.1%
129	1	< 0.1%
126	1	< 0.1%
121	1	< 0.1%
120	1	< 0.1%

num_procedures
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.339730362

Minimum	0
Maximum	6
Zeros	46652
Zeros (%)	45.8%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	6
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.705806979
Coefficient of variation (CV)	1.273246489
Kurtosis	0.8571103021
Mean	1.339730362
Median Absolute Deviation (MAD)	1
Skewness	1.316414763
Sum	136339
Variance	2.90977745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	46652	45.8%
1	20742	20.4%
2	12717	12.5%
3	9443	9.3%
6	4954	4.9%
4	4180	4.1%
5	3078	3.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	46652	45.8%
1	20742	20.4%
2	12717	12.5%
3	9443	9.3%
4	4180	4.1%

Value	Count	Frequency (%)
6	4954	4.9%
5	3078	3.0%
4	4180	4.1%
3	9443	9.3%
2	12717	12.5%

num_medications
Real number (ℝ)

Distinct	75
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.02184423

Minimum	1
Maximum	81
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	10
median	15
Q3	20
95-th percentile	31
Maximum	81
Range	80
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.127566209
Coefficient of variation (CV)	0.5072803163
Kurtosis	3.468154915
Mean	16.02184423
Median Absolute Deviation (MAD)	5
Skewness	1.326672134
Sum	1630479
Variance	66.05733248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	6086	6.0%
12	6004	5.9%
11	5795	5.7%
15	5792	5.7%
14	5707	5.6%
16	5430	5.3%
10	5346	5.3%
17	4919	4.8%
9	4913	4.8%
18	4523	4.4%
Other values (65)	47251	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	262	0.3%
2	470	0.5%
3	900	0.9%
4	1417	1.4%
5	2017	2.0%

Value	Count	Frequency (%)
81	1	< 0.1%
79	1	< 0.1%
75	2	< 0.1%
74	1	< 0.1%
72	3	< 0.1%

number_outpatient
Real number (ℝ)

ZEROS

Distinct	39
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3693571527

Minimum	0
Maximum	42
Zeros	85027
Zeros (%)	83.6%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	42
Range	42
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.267265097
Coefficient of variation (CV)	3.431001911
Kurtosis	147.9077363
Mean	0.3693571527
Median Absolute Deviation (MAD)	0
Skewness	8.832958927
Sum	37588
Variance	1.605960825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	85027	83.6%
1	8547	8.4%
2	3594	3.5%
3	2042	2.0%
4	1099	1.1%
5	533	0.5%
6	303	0.3%
7	155	0.2%
8	98	0.1%
9	83	0.1%
Other values (29)	285	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	85027	83.6%
1	8547	8.4%
2	3594	3.5%
3	2042	2.0%
4	1099	1.1%

Value	Count	Frequency (%)
42	1	< 0.1%
40	1	< 0.1%
39	1	< 0.1%
38	1	< 0.1%
37	1	< 0.1%

number_emergency
Real number (ℝ)

SKEWED ZEROS

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1978362125

Minimum	0
Maximum	76
Zeros	90383
Zeros (%)	88.8%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	76
Range	76
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.9304722684
Coefficient of variation (CV)	4.703245461
Kurtosis	1191.686726
Mean	0.1978362125
Median Absolute Deviation (MAD)	0
Skewness	22.85558215
Sum	20133
Variance	0.8657786423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	90383	88.8%
1	7677	7.5%
2	2042	2.0%
3	725	0.7%
4	374	0.4%
5	192	0.2%
6	94	0.1%
7	73	0.1%
8	50	< 0.1%
10	34	< 0.1%
Other values (23)	122	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	90383	88.8%
1	7677	7.5%
2	2042	2.0%
3	725	0.7%
4	374	0.4%

Value	Count	Frequency (%)
76	1	< 0.1%
64	1	< 0.1%
63	1	< 0.1%
54	1	< 0.1%
46	1	< 0.1%

number_inpatient
Real number (ℝ)

ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6355659061

Minimum	0
Maximum	21
Zeros	67630
Zeros (%)	66.5%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	21
Range	21
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.26286329
Coefficient of variation (CV)	1.986990299
Kurtosis	20.71939695
Mean	0.6355659061
Median Absolute Deviation (MAD)	0
Skewness	3.614138992
Sum	64679
Variance	1.594823689
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	67630	66.5%
1	19521	19.2%
2	7566	7.4%
3	3411	3.4%
4	1622	1.6%
5	812	0.8%
6	480	0.5%
7	268	0.3%
8	151	0.1%
9	111	0.1%
Other values (11)	194	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	67630	66.5%
1	19521	19.2%
2	7566	7.4%
3	3411	3.4%
4	1622	1.6%

Value	Count	Frequency (%)
21	1	< 0.1%
19	2	< 0.1%
18	1	< 0.1%
17	1	< 0.1%
16	6	< 0.1%

diag_1
Text

Distinct	716
Distinct (%)	0.7%
Missing	21
Missing (%)	< 0.1%
Memory size	5.8 MiB

Length

Max length	6
Median length	3
Mean length	3.175664652
Min length	1

Characters and Unicode

Total characters	323108
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	82 ?
Unique (%)	0.1%

Sample

1st row	250.83
2nd row	276
3rd row	648
4th row	8
5th row	197

Value	Count	Frequency (%)
428	6862	6.7%
414	6581	6.5%
786	4016	3.9%
410	3614	3.6%
486	3508	3.4%
427	2766	2.7%
491	2275	2.2%
715	2151	2.1%
682	2042	2.0%
434	2028	2.0%
Other values (706)	65902	64.8%

Most occurring characters

Value	Count	Frequency (%)
4	55457	17.2%
2	39876	12.3%
8	37949	11.7%
5	37131	11.5%
7	28668	8.9%
1	28106	8.7%
0	24960	7.7%
6	23198	7.2%
9	19978	6.2%
3	17618	5.5%
Other values (3)	10167	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	312941	96.9%
Other Punctuation	8522	2.6%
Uppercase Letter	1645	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	55457	17.7%
2	39876	12.7%
8	37949	12.1%
5	37131	11.9%
7	28668	9.2%
1	28106	9.0%
0	24960	8.0%
6	23198	7.4%
9	19978	6.4%
3	17618	5.6%

Uppercase Letter

Value	Count	Frequency (%)
V	1644	99.9%
E	1	0.1%

Other Punctuation

Value	Count	Frequency (%)
.	8522	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	321463	99.5%
Latin	1645	0.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	55457	17.3%
2	39876	12.4%
8	37949	11.8%
5	37131	11.6%
7	28668	8.9%
1	28106	8.7%
0	24960	7.8%
6	23198	7.2%
9	19978	6.2%
3	17618	5.5%

Latin

Value	Count	Frequency (%)
V	1644	99.9%
E	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	323108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	55457	17.2%
2	39876	12.3%
8	37949	11.7%
5	37131	11.5%
7	28668	8.9%
1	28106	8.7%
0	24960	7.7%
6	23198	7.2%
9	19978	6.2%
3	17618	5.5%
Other values (3)	10167	3.1%

diag_2
Text

Distinct	748
Distinct (%)	0.7%
Missing	358
Missing (%)	0.4%
Memory size	5.8 MiB

Length

Max length	6
Median length	3
Mean length	3.1738423
Min length	1

Characters and Unicode

Total characters	321853
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	124 ?
Unique (%)	0.1%

Sample

1st row	250.01
2nd row	250
3rd row	250.43
4th row	157
5th row	411

Value	Count	Frequency (%)
276	6752	6.7%
428	6662	6.6%
250	6071	6.0%
427	5036	5.0%
401	3736	3.7%
496	3305	3.3%
599	3288	3.2%
403	2823	2.8%
414	2650	2.6%
411	2566	2.5%
Other values (738)	58519	57.7%

Most occurring characters

Value	Count	Frequency (%)
4	51155	15.9%
2	49765	15.5%
5	38176	11.9%
0	34046	10.6%
8	28711	8.9%
7	28654	8.9%
1	26158	8.1%
9	21842	6.8%
6	19990	6.2%
3	14097	4.4%
Other values (3)	9259	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	312594	97.1%
Other Punctuation	6723	2.1%
Uppercase Letter	2536	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	51155	16.4%
2	49765	15.9%
5	38176	12.2%
0	34046	10.9%
8	28711	9.2%
7	28654	9.2%
1	26158	8.4%
9	21842	7.0%
6	19990	6.4%
3	14097	4.5%

Uppercase Letter

Value	Count	Frequency (%)
V	1805	71.2%
E	731	28.8%

Other Punctuation

Value	Count	Frequency (%)
.	6723	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	319317	99.2%
Latin	2536	0.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	51155	16.0%
2	49765	15.6%
5	38176	12.0%
0	34046	10.7%
8	28711	9.0%
7	28654	9.0%
1	26158	8.2%
9	21842	6.8%
6	19990	6.3%
3	14097	4.4%

Latin

Value	Count	Frequency (%)
V	1805	71.2%
E	731	28.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	321853	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	51155	15.9%
2	49765	15.5%
5	38176	11.9%
0	34046	10.6%
8	28711	8.9%
7	28654	8.9%
1	26158	8.1%
9	21842	6.8%
6	19990	6.2%
3	14097	4.4%
Other values (3)	9259	2.9%

diag_3
Text

MISSING

Distinct	789
Distinct (%)	0.8%
Missing	1423
Missing (%)	1.4%
Memory size	5.8 MiB

Length

Max length	6
Median length	3
Mean length	3.141604297
Min length	1

Characters and Unicode

Total characters	315238
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	122 ?
Unique (%)	0.1%

Sample

1st row	255
2nd row	V27
3rd row	403
4th row	250
5th row	250

Value	Count	Frequency (%)
250	11555	11.5%
401	8289	8.3%
276	5175	5.2%
428	4577	4.6%
427	3955	3.9%
414	3664	3.7%
496	2605	2.6%
403	2357	2.3%
585	1992	2.0%
272	1969	2.0%
Other values (779)	54205	54.0%

Most occurring characters

Value	Count	Frequency (%)
2	51244	16.3%
4	49252	15.6%
5	41260	13.1%
0	39711	12.6%
7	26504	8.4%
1	24684	7.8%
8	23825	7.6%
9	17323	5.5%
6	16441	5.2%
3	14333	4.5%
Other values (3)	10661	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	304577	96.6%
Other Punctuation	5603	1.8%
Uppercase Letter	5058	1.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	51244	16.8%
4	49252	16.2%
5	41260	13.5%
0	39711	13.0%
7	26504	8.7%
1	24684	8.1%
8	23825	7.8%
9	17323	5.7%
6	16441	5.4%
3	14333	4.7%

Uppercase Letter

Value	Count	Frequency (%)
V	3814	75.4%
E	1244	24.6%

Other Punctuation

Value	Count	Frequency (%)
.	5603	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	310180	98.4%
Latin	5058	1.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	51244	16.5%
4	49252	15.9%
5	41260	13.3%
0	39711	12.8%
7	26504	8.5%
1	24684	8.0%
8	23825	7.7%
9	17323	5.6%
6	16441	5.3%
3	14333	4.6%

Latin

Value	Count	Frequency (%)
V	3814	75.4%
E	1244	24.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	315238	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	51244	16.3%
4	49252	15.6%
5	41260	13.1%
0	39711	12.6%
7	26504	8.4%
1	24684	7.8%
8	23825	7.6%
9	17323	5.5%
6	16441	5.2%
3	14333	4.5%
Other values (3)	10661	3.4%

number_diagnoses
Real number (ℝ)

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.422606765

Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	795.2 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	6
median	8
Q3	9
95-th percentile	9
Maximum	16
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.933600145
Coefficient of variation (CV)	0.2605014931
Kurtosis	-0.07905602427
Mean	7.422606765
Median Absolute Deviation (MAD)	1
Skewness	-0.8767462388
Sum	755369
Variance	3.738809521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
9	49474	48.6%
5	11393	11.2%
8	10616	10.4%
7	10393	10.2%
6	10161	10.0%
4	5537	5.4%
3	2835	2.8%
2	1023	1.0%
1	219	0.2%
16	45	< 0.1%
Other values (6)	70	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	219	0.2%
2	1023	1.0%
3	2835	2.8%
4	5537	5.4%
5	11393	11.2%

Value	Count	Frequency (%)
16	45	< 0.1%
15	10	< 0.1%
14	7	< 0.1%
13	16	< 0.1%
12	9	< 0.1%

max_glu_serum
Text

MISSING

Distinct	3
Distinct (%)	0.1%
Missing	96420
Missing (%)	94.7%
Memory size	3.3 MiB

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	21384
Distinct characters	8
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	>300
2nd row	>300
3rd row	Norm
4th row	Norm
5th row	Norm

Value	Count	Frequency (%)
norm	2597	48.6%
200	1485	27.8%
300	1264	23.6%

Most occurring characters

Value	Count	Frequency (%)
0	5498	25.7%
>	2749	12.9%
N	2597	12.1%
o	2597	12.1%
r	2597	12.1%
m	2597	12.1%
2	1485	6.9%
3	1264	5.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8247	38.6%
Lowercase Letter	7791	36.4%
Math Symbol	2749	12.9%
Uppercase Letter	2597	12.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5498	66.7%
2	1485	18.0%
3	1264	15.3%

Lowercase Letter

Value	Count	Frequency (%)
o	2597	33.3%
r	2597	33.3%
m	2597	33.3%

Math Symbol

Value	Count	Frequency (%)
>	2749	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	2597	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10996	51.4%
Latin	10388	48.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5498	50.0%
>	2749	25.0%
2	1485	13.5%
3	1264	11.5%

Latin

Value	Count	Frequency (%)
N	2597	25.0%
o	2597	25.0%
r	2597	25.0%
m	2597	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21384	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5498	25.7%
>	2749	12.9%
N	2597	12.1%
o	2597	12.1%
r	2597	12.1%
m	2597	12.1%
2	1485	6.9%
3	1264	5.9%

A1Cresult
Text

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	84748
Missing (%)	83.3%
Memory size	3.6 MiB

Length

Max length	4
Median length	2
Mean length	2.586437889
Min length	2

Characters and Unicode

Total characters	44016
Distinct characters	7
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	>7
2nd row	>7
3rd row	>8
4th row	Norm
5th row	Norm

Value	Count	Frequency (%)
8	8216	48.3%
norm	4990	29.3%
7	3812	22.4%

Most occurring characters

Value	Count	Frequency (%)
>	12028	27.3%
8	8216	18.7%
N	4990	11.3%
o	4990	11.3%
r	4990	11.3%
m	4990	11.3%
7	3812	8.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14970	34.0%
Math Symbol	12028	27.3%
Decimal Number	12028	27.3%
Uppercase Letter	4990	11.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	4990	33.3%
r	4990	33.3%
m	4990	33.3%

Decimal Number

Value	Count	Frequency (%)
8	8216	68.3%
7	3812	31.7%

Math Symbol

Value	Count	Frequency (%)
>	12028	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	4990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24056	54.7%
Latin	19960	45.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	4990	25.0%
o	4990	25.0%
r	4990	25.0%
m	4990	25.0%

Common

Value	Count	Frequency (%)
>	12028	50.0%
8	8216	34.2%
7	3812	15.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	44016	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
>	12028	27.3%
8	8216	18.7%
N	4990	11.3%
o	4990	11.3%
r	4990	11.3%
m	4990	11.3%
7	3812	8.7%

metformin
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

Length

Max length	6
Median length	2
Mean length	2.732405715
Min length	2

Characters and Unicode

Total characters	278066
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	81778	80.4%
steady	18346	18.0%
up	1067	1.0%
down	575	0.6%

Most occurring characters

Value	Count	Frequency (%)
o	82353	29.6%
N	81778	29.4%
S	18346	6.6%
t	18346	6.6%
e	18346	6.6%
a	18346	6.6%
d	18346	6.6%
y	18346	6.6%
U	1067	0.4%
p	1067	0.4%
Other values (3)	1725	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	176300	63.4%
Uppercase Letter	101766	36.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	82353	46.7%
t	18346	10.4%
e	18346	10.4%
a	18346	10.4%
d	18346	10.4%
y	18346	10.4%
p	1067	0.6%
w	575	0.3%
n	575	0.3%

Uppercase Letter

Value	Count	Frequency (%)
N	81778	80.4%
S	18346	18.0%
U	1067	1.0%
D	575	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	278066	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	82353	29.6%
N	81778	29.4%
S	18346	6.6%
t	18346	6.6%
e	18346	6.6%
a	18346	6.6%
d	18346	6.6%
y	18346	6.6%
U	1067	0.4%
p	1067	0.4%
Other values (3)	1725	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	278066	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	82353	29.6%
N	81778	29.4%
S	18346	6.6%
t	18346	6.6%
e	18346	6.6%
a	18346	6.6%
d	18346	6.6%
y	18346	6.6%
U	1067	0.4%
p	1067	0.4%
Other values (3)	1725	0.6%

repaglinide
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.05528369
Min length	2

Characters and Unicode

Total characters	209158
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	100227	98.5%
steady	1384	1.4%
up	110	0.1%
down	45	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	100272	47.9%
N	100227	47.9%
S	1384	0.7%
t	1384	0.7%
e	1384	0.7%
a	1384	0.7%
d	1384	0.7%
y	1384	0.7%
U	110	0.1%
p	110	0.1%
Other values (3)	135	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	107392	51.3%
Uppercase Letter	101766	48.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	100272	93.4%
t	1384	1.3%
e	1384	1.3%
a	1384	1.3%
d	1384	1.3%
y	1384	1.3%
p	110	0.1%
w	45	< 0.1%
n	45	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	100227	98.5%
S	1384	1.4%
U	110	0.1%
D	45	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	209158	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	100272	47.9%
N	100227	47.9%
S	1384	0.7%
t	1384	0.7%
e	1384	0.7%
a	1384	0.7%
d	1384	0.7%
y	1384	0.7%
U	110	0.1%
p	110	0.1%
Other values (3)	135	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	209158	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	100272	47.9%
N	100227	47.9%
S	1384	0.7%
t	1384	0.7%
e	1384	0.7%
a	1384	0.7%
d	1384	0.7%
y	1384	0.7%
U	110	0.1%
p	110	0.1%
Other values (3)	135	0.1%

nateglinide
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.026472496
Min length	2

Characters and Unicode

Total characters	206226
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101063	99.3%
steady	668	0.7%
up	24	< 0.1%
down	11	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	101074	49.0%
N	101063	49.0%
S	668	0.3%
t	668	0.3%
e	668	0.3%
a	668	0.3%
d	668	0.3%
y	668	0.3%
U	24	< 0.1%
p	24	< 0.1%
Other values (3)	33	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	104460	50.7%
Uppercase Letter	101766	49.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101074	96.8%
t	668	0.6%
e	668	0.6%
a	668	0.6%
d	668	0.6%
y	668	0.6%
p	24	< 0.1%
w	11	< 0.1%
n	11	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101063	99.3%
S	668	0.7%
U	24	< 0.1%
D	11	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	206226	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	101074	49.0%
N	101063	49.0%
S	668	0.3%
t	668	0.3%
e	668	0.3%
a	668	0.3%
d	668	0.3%
y	668	0.3%
U	24	< 0.1%
p	24	< 0.1%
Other values (3)	33	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	206226	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	101074	49.0%
N	101063	49.0%
S	668	0.3%
t	668	0.3%
e	668	0.3%
a	668	0.3%
d	668	0.3%
y	668	0.3%
U	24	< 0.1%
p	24	< 0.1%
Other values (3)	33	< 0.1%

chlorpropamide
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.003124816
Min length	2

Characters and Unicode

Total characters	203850
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101680	99.9%
steady	79	0.1%
up	6	< 0.1%
down	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	101681	49.9%
N	101680	49.9%
S	79	< 0.1%
t	79	< 0.1%
e	79	< 0.1%
a	79	< 0.1%
d	79	< 0.1%
y	79	< 0.1%
U	6	< 0.1%
p	6	< 0.1%
Other values (3)	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	102084	50.1%
Uppercase Letter	101766	49.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101681	99.6%
t	79	0.1%
e	79	0.1%
a	79	0.1%
d	79	0.1%
y	79	0.1%
p	6	< 0.1%
w	1	< 0.1%
n	1	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101680	99.9%
S	79	0.1%
U	6	< 0.1%
D	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203850	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	101681	49.9%
N	101680	49.9%
S	79	< 0.1%
t	79	< 0.1%
e	79	< 0.1%
a	79	< 0.1%
d	79	< 0.1%
y	79	< 0.1%
U	6	< 0.1%
p	6	< 0.1%
Other values (3)	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203850	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	101681	49.9%
N	101680	49.9%
S	79	< 0.1%
t	79	< 0.1%
e	79	< 0.1%
a	79	< 0.1%
d	79	< 0.1%
y	79	< 0.1%
U	6	< 0.1%
p	6	< 0.1%
Other values (3)	3	< 0.1%

glimepiride
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.187371028
Min length	2

Characters and Unicode

Total characters	222600
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	96575	94.9%
steady	4670	4.6%
up	327	0.3%
down	194	0.2%

Most occurring characters

Value	Count	Frequency (%)
o	96769	43.5%
N	96575	43.4%
S	4670	2.1%
t	4670	2.1%
e	4670	2.1%
a	4670	2.1%
d	4670	2.1%
y	4670	2.1%
U	327	0.1%
p	327	0.1%
Other values (3)	582	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	120834	54.3%
Uppercase Letter	101766	45.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	96769	80.1%
t	4670	3.9%
e	4670	3.9%
a	4670	3.9%
d	4670	3.9%
y	4670	3.9%
p	327	0.3%
w	194	0.2%
n	194	0.2%

Uppercase Letter

Value	Count	Frequency (%)
N	96575	94.9%
S	4670	4.6%
U	327	0.3%
D	194	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	222600	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	96769	43.5%
N	96575	43.4%
S	4670	2.1%
t	4670	2.1%
e	4670	2.1%
a	4670	2.1%
d	4670	2.1%
y	4670	2.1%
U	327	0.1%
p	327	0.1%
Other values (3)	582	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	222600	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	96769	43.5%
N	96575	43.4%
S	4670	2.1%
t	4670	2.1%
e	4670	2.1%
a	4670	2.1%
d	4670	2.1%
y	4670	2.1%
U	327	0.1%
p	327	0.1%
Other values (3)	582	0.3%

acetohexamide
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.000039306
Min length	2

Characters and Unicode

Total characters	203536
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101765	> 99.9%
steady	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	101765	50.0%
o	101765	50.0%
S	1	< 0.1%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101770	50.0%
Uppercase Letter	101766	50.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101765	> 99.9%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101765	> 99.9%
S	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203536	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	101765	50.0%
o	101765	50.0%
S	1	< 0.1%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203536	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	101765	50.0%
o	101765	50.0%
S	1	< 0.1%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

glipizide
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

Length

Max length	6
Median length	2
Mean length	2.45736297
Min length	2

Characters and Unicode

Total characters	250076
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	Steady
4th row	No
5th row	Steady

Value	Count	Frequency (%)
no	89080	87.5%
steady	11356	11.2%
up	770	0.8%
down	560	0.6%

Most occurring characters

Value	Count	Frequency (%)
o	89640	35.8%
N	89080	35.6%
S	11356	4.5%
t	11356	4.5%
e	11356	4.5%
a	11356	4.5%
d	11356	4.5%
y	11356	4.5%
U	770	0.3%
p	770	0.3%
Other values (3)	1680	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	148310	59.3%
Uppercase Letter	101766	40.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	89640	60.4%
t	11356	7.7%
e	11356	7.7%
a	11356	7.7%
d	11356	7.7%
y	11356	7.7%
p	770	0.5%
w	560	0.4%
n	560	0.4%

Uppercase Letter

Value	Count	Frequency (%)
N	89080	87.5%
S	11356	11.2%
U	770	0.8%
D	560	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	250076	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	89640	35.8%
N	89080	35.6%
S	11356	4.5%
t	11356	4.5%
e	11356	4.5%
a	11356	4.5%
d	11356	4.5%
y	11356	4.5%
U	770	0.3%
p	770	0.3%
Other values (3)	1680	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	250076	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	89640	35.8%
N	89080	35.6%
S	11356	4.5%
t	11356	4.5%
e	11356	4.5%
a	11356	4.5%
d	11356	4.5%
y	11356	4.5%
U	770	0.3%
p	770	0.3%
Other values (3)	1680	0.7%

glyburide
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

Length

Max length	6
Median length	2
Mean length	2.375606784
Min length	2

Characters and Unicode

Total characters	241756
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	91116	89.5%
steady	9274	9.1%
up	812	0.8%
down	564	0.6%

Most occurring characters

Value	Count	Frequency (%)
o	91680	37.9%
N	91116	37.7%
S	9274	3.8%
t	9274	3.8%
e	9274	3.8%
a	9274	3.8%
d	9274	3.8%
y	9274	3.8%
U	812	0.3%
p	812	0.3%
Other values (3)	1692	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	139990	57.9%
Uppercase Letter	101766	42.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	91680	65.5%
t	9274	6.6%
e	9274	6.6%
a	9274	6.6%
d	9274	6.6%
y	9274	6.6%
p	812	0.6%
w	564	0.4%
n	564	0.4%

Uppercase Letter

Value	Count	Frequency (%)
N	91116	89.5%
S	9274	9.1%
U	812	0.8%
D	564	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	241756	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	91680	37.9%
N	91116	37.7%
S	9274	3.8%
t	9274	3.8%
e	9274	3.8%
a	9274	3.8%
d	9274	3.8%
y	9274	3.8%
U	812	0.3%
p	812	0.3%
Other values (3)	1692	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	241756	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	91680	37.9%
N	91116	37.7%
S	9274	3.8%
t	9274	3.8%
e	9274	3.8%
a	9274	3.8%
d	9274	3.8%
y	9274	3.8%
U	812	0.3%
p	812	0.3%
Other values (3)	1692	0.7%

tolbutamide
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.000904035
Min length	2

Characters and Unicode

Total characters	203624
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101743	> 99.9%
steady	23	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	101743	50.0%
o	101743	50.0%
S	23	< 0.1%
t	23	< 0.1%
e	23	< 0.1%
a	23	< 0.1%
d	23	< 0.1%
y	23	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101858	50.0%
Uppercase Letter	101766	50.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101743	99.9%
t	23	< 0.1%
e	23	< 0.1%
a	23	< 0.1%
d	23	< 0.1%
y	23	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101743	> 99.9%
S	23	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203624	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	101743	50.0%
o	101743	50.0%
S	23	< 0.1%
t	23	< 0.1%
e	23	< 0.1%
a	23	< 0.1%
d	23	< 0.1%
y	23	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203624	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	101743	50.0%
o	101743	50.0%
S	23	< 0.1%
t	23	< 0.1%
e	23	< 0.1%
a	23	< 0.1%
d	23	< 0.1%
y	23	< 0.1%

pioglitazone
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

Length

Max length	6
Median length	2
Mean length	2.276516715
Min length	2

Characters and Unicode

Total characters	231672
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	94438	92.8%
steady	6976	6.9%
up	234	0.2%
down	118	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	94556	40.8%
N	94438	40.8%
S	6976	3.0%
t	6976	3.0%
e	6976	3.0%
a	6976	3.0%
d	6976	3.0%
y	6976	3.0%
U	234	0.1%
p	234	0.1%
Other values (3)	354	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	129906	56.1%
Uppercase Letter	101766	43.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	94556	72.8%
t	6976	5.4%
e	6976	5.4%
a	6976	5.4%
d	6976	5.4%
y	6976	5.4%
p	234	0.2%
w	118	0.1%
n	118	0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	94438	92.8%
S	6976	6.9%
U	234	0.2%
D	118	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	231672	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	94556	40.8%
N	94438	40.8%
S	6976	3.0%
t	6976	3.0%
e	6976	3.0%
a	6976	3.0%
d	6976	3.0%
y	6976	3.0%
U	234	0.1%
p	234	0.1%
Other values (3)	354	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	231672	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	94556	40.8%
N	94438	40.8%
S	6976	3.0%
t	6976	3.0%
e	6976	3.0%
a	6976	3.0%
d	6976	3.0%
y	6976	3.0%
U	234	0.1%
p	234	0.1%
Other values (3)	354	0.2%

rosiglitazone
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.241475542
Min length	2

Characters and Unicode

Total characters	228106
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	95401	93.7%
steady	6100	6.0%
up	178	0.2%
down	87	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	95488	41.9%
N	95401	41.8%
S	6100	2.7%
t	6100	2.7%
e	6100	2.7%
a	6100	2.7%
d	6100	2.7%
y	6100	2.7%
U	178	0.1%
p	178	0.1%
Other values (3)	261	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	126340	55.4%
Uppercase Letter	101766	44.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	95488	75.6%
t	6100	4.8%
e	6100	4.8%
a	6100	4.8%
d	6100	4.8%
y	6100	4.8%
p	178	0.1%
w	87	0.1%
n	87	0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	95401	93.7%
S	6100	6.0%
U	178	0.2%
D	87	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	228106	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	95488	41.9%
N	95401	41.8%
S	6100	2.7%
t	6100	2.7%
e	6100	2.7%
a	6100	2.7%
d	6100	2.7%
y	6100	2.7%
U	178	0.1%
p	178	0.1%
Other values (3)	261	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	228106	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	95488	41.9%
N	95401	41.8%
S	6100	2.7%
t	6100	2.7%
e	6100	2.7%
a	6100	2.7%
d	6100	2.7%
y	6100	2.7%
U	178	0.1%
p	178	0.1%
Other values (3)	261	0.1%

acarbose
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.011654187
Min length	2

Characters and Unicode

Total characters	204718
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101458	99.7%
steady	295	0.3%
up	10	< 0.1%
down	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	101461	49.6%
N	101458	49.6%
S	295	0.1%
t	295	0.1%
e	295	0.1%
a	295	0.1%
d	295	0.1%
y	295	0.1%
U	10	< 0.1%
p	10	< 0.1%
Other values (3)	9	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	102952	50.3%
Uppercase Letter	101766	49.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101461	98.6%
t	295	0.3%
e	295	0.3%
a	295	0.3%
d	295	0.3%
y	295	0.3%
p	10	< 0.1%
w	3	< 0.1%
n	3	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101458	99.7%
S	295	0.3%
U	10	< 0.1%
D	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	204718	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	101461	49.6%
N	101458	49.6%
S	295	0.1%
t	295	0.1%
e	295	0.1%
a	295	0.1%
d	295	0.1%
y	295	0.1%
U	10	< 0.1%
p	10	< 0.1%
Other values (3)	9	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	204718	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	101461	49.6%
N	101458	49.6%
S	295	0.1%
t	295	0.1%
e	295	0.1%
a	295	0.1%
d	295	0.1%
y	295	0.1%
U	10	< 0.1%
p	10	< 0.1%
Other values (3)	9	< 0.1%

miglitol
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.001316746
Min length	2

Characters and Unicode

Total characters	203666
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101728	> 99.9%
steady	31	< 0.1%
down	5	< 0.1%
up	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	101733	50.0%
N	101728	49.9%
S	31	< 0.1%
t	31	< 0.1%
e	31	< 0.1%
a	31	< 0.1%
d	31	< 0.1%
y	31	< 0.1%
D	5	< 0.1%
w	5	< 0.1%
Other values (3)	9	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101900	50.0%
Uppercase Letter	101766	50.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101733	99.8%
t	31	< 0.1%
e	31	< 0.1%
a	31	< 0.1%
d	31	< 0.1%
y	31	< 0.1%
w	5	< 0.1%
n	5	< 0.1%
p	2	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101728	> 99.9%
S	31	< 0.1%
D	5	< 0.1%
U	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203666	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	101733	50.0%
N	101728	49.9%
S	31	< 0.1%
t	31	< 0.1%
e	31	< 0.1%
a	31	< 0.1%
d	31	< 0.1%
y	31	< 0.1%
D	5	< 0.1%
w	5	< 0.1%
Other values (3)	9	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203666	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	101733	50.0%
N	101728	49.9%
S	31	< 0.1%
t	31	< 0.1%
e	31	< 0.1%
a	31	< 0.1%
d	31	< 0.1%
y	31	< 0.1%
D	5	< 0.1%
w	5	< 0.1%
Other values (3)	9	< 0.1%

troglitazone
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.000117918
Min length	2

Characters and Unicode

Total characters	203544
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101763	> 99.9%
steady	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	101763	50.0%
o	101763	50.0%
S	3	< 0.1%
t	3	< 0.1%
e	3	< 0.1%
a	3	< 0.1%
d	3	< 0.1%
y	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101778	50.0%
Uppercase Letter	101766	50.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101763	> 99.9%
t	3	< 0.1%
e	3	< 0.1%
a	3	< 0.1%
d	3	< 0.1%
y	3	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101763	> 99.9%
S	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203544	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	101763	50.0%
o	101763	50.0%
S	3	< 0.1%
t	3	< 0.1%
e	3	< 0.1%
a	3	< 0.1%
d	3	< 0.1%
y	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203544	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	101763	50.0%
o	101763	50.0%
S	3	< 0.1%
t	3	< 0.1%
e	3	< 0.1%
a	3	< 0.1%
d	3	< 0.1%
y	3	< 0.1%

tolazamide
Text

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.001493623
Min length	2

Characters and Unicode

Total characters	203684
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101727	> 99.9%
steady	38	< 0.1%
up	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	101727	49.9%
o	101727	49.9%
S	38	< 0.1%
t	38	< 0.1%
e	38	< 0.1%
a	38	< 0.1%
d	38	< 0.1%
y	38	< 0.1%
U	1	< 0.1%
p	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101918	50.0%
Uppercase Letter	101766	50.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101727	99.8%
t	38	< 0.1%
e	38	< 0.1%
a	38	< 0.1%
d	38	< 0.1%
y	38	< 0.1%
p	1	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101727	> 99.9%
S	38	< 0.1%
U	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203684	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	101727	49.9%
o	101727	49.9%
S	38	< 0.1%
t	38	< 0.1%
e	38	< 0.1%
a	38	< 0.1%
d	38	< 0.1%
y	38	< 0.1%
U	1	< 0.1%
p	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203684	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	101727	49.9%
o	101727	49.9%
S	38	< 0.1%
t	38	< 0.1%
e	38	< 0.1%
a	38	< 0.1%
d	38	< 0.1%
y	38	< 0.1%
U	1	< 0.1%
p	1	< 0.1%

examide
Text

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	203532
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101766	100.0%

Most occurring characters

Value	Count	Frequency (%)
N	101766	50.0%
o	101766	50.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	101766	50.0%
Lowercase Letter	101766	50.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	101766	100.0%

Lowercase Letter

Value	Count	Frequency (%)
o	101766	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203532	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	101766	50.0%
o	101766	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203532	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	101766	50.0%
o	101766	50.0%

citoglipton
Text

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	203532
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101766	100.0%

Most occurring characters

Value	Count	Frequency (%)
N	101766	50.0%
o	101766	50.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	101766	50.0%
Lowercase Letter	101766	50.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	101766	100.0%

Lowercase Letter

Value	Count	Frequency (%)
o	101766	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203532	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	101766	50.0%
o	101766	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203532	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	101766	50.0%
o	101766	50.0%

insulin
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.9 MiB

Length

Max length	6
Median length	2
Mean length	3.45266592
Min length	2

Characters and Unicode

Total characters	351364
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	Up
3rd row	No
4th row	Up
5th row	Steady

Value	Count	Frequency (%)
no	47383	46.6%
steady	30849	30.3%
down	12218	12.0%
up	11316	11.1%

Most occurring characters

Value	Count	Frequency (%)
o	59601	17.0%
N	47383	13.5%
S	30849	8.8%
t	30849	8.8%
e	30849	8.8%
a	30849	8.8%
d	30849	8.8%
y	30849	8.8%
D	12218	3.5%
w	12218	3.5%
Other values (3)	34850	9.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	249598	71.0%
Uppercase Letter	101766	29.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	59601	23.9%
t	30849	12.4%
e	30849	12.4%
a	30849	12.4%
d	30849	12.4%
y	30849	12.4%
w	12218	4.9%
n	12218	4.9%
p	11316	4.5%

Uppercase Letter

Value	Count	Frequency (%)
N	47383	46.6%
S	30849	30.3%
D	12218	12.0%
U	11316	11.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	351364	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	59601	17.0%
N	47383	13.5%
S	30849	8.8%
t	30849	8.8%
e	30849	8.8%
a	30849	8.8%
d	30849	8.8%
y	30849	8.8%
D	12218	3.5%
w	12218	3.5%
Other values (3)	34850	9.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	351364	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	59601	17.0%
N	47383	13.5%
S	30849	8.8%
t	30849	8.8%
e	30849	8.8%
a	30849	8.8%
d	30849	8.8%
y	30849	8.8%
D	12218	3.5%
w	12218	3.5%
Other values (3)	34850	9.9%

glyburide-metformin
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.027317572
Min length	2

Characters and Unicode

Total characters	206312
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101060	99.3%
steady	692	0.7%
up	8	< 0.1%
down	6	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	101066	49.0%
N	101060	49.0%
S	692	0.3%
t	692	0.3%
e	692	0.3%
a	692	0.3%
d	692	0.3%
y	692	0.3%
U	8	< 0.1%
p	8	< 0.1%
Other values (3)	18	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	104546	50.7%
Uppercase Letter	101766	49.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101066	96.7%
t	692	0.7%
e	692	0.7%
a	692	0.7%
d	692	0.7%
y	692	0.7%
p	8	< 0.1%
w	6	< 0.1%
n	6	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101060	99.3%
S	692	0.7%
U	8	< 0.1%
D	6	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	206312	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	101066	49.0%
N	101060	49.0%
S	692	0.3%
t	692	0.3%
e	692	0.3%
a	692	0.3%
d	692	0.3%
y	692	0.3%
U	8	< 0.1%
p	8	< 0.1%
Other values (3)	18	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	206312	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	101066	49.0%
N	101060	49.0%
S	692	0.3%
t	692	0.3%
e	692	0.3%
a	692	0.3%
d	692	0.3%
y	692	0.3%
U	8	< 0.1%
p	8	< 0.1%
Other values (3)	18	< 0.1%

glipizide-metformin
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.000510976
Min length	2

Characters and Unicode

Total characters	203584
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101753	> 99.9%
steady	13	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	101753	50.0%
o	101753	50.0%
S	13	< 0.1%
t	13	< 0.1%
e	13	< 0.1%
a	13	< 0.1%
d	13	< 0.1%
y	13	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101818	50.0%
Uppercase Letter	101766	50.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101753	99.9%
t	13	< 0.1%
e	13	< 0.1%
a	13	< 0.1%
d	13	< 0.1%
y	13	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101753	> 99.9%
S	13	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203584	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	101753	50.0%
o	101753	50.0%
S	13	< 0.1%
t	13	< 0.1%
e	13	< 0.1%
a	13	< 0.1%
d	13	< 0.1%
y	13	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203584	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	101753	50.0%
o	101753	50.0%
S	13	< 0.1%
t	13	< 0.1%
e	13	< 0.1%
a	13	< 0.1%
d	13	< 0.1%
y	13	< 0.1%

glimepiride-pioglitazone
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.000039306
Min length	2

Characters and Unicode

Total characters	203536
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101765	> 99.9%
steady	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	101765	50.0%
o	101765	50.0%
S	1	< 0.1%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101770	50.0%
Uppercase Letter	101766	50.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101765	> 99.9%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101765	> 99.9%
S	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203536	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	101765	50.0%
o	101765	50.0%
S	1	< 0.1%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203536	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	101765	50.0%
o	101765	50.0%
S	1	< 0.1%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

metformin-rosiglitazone
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.000078612
Min length	2

Characters and Unicode

Total characters	203540
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101764	> 99.9%
steady	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	101764	50.0%
o	101764	50.0%
S	2	< 0.1%
t	2	< 0.1%
e	2	< 0.1%
a	2	< 0.1%
d	2	< 0.1%
y	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101774	50.0%
Uppercase Letter	101766	50.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101764	> 99.9%
t	2	< 0.1%
e	2	< 0.1%
a	2	< 0.1%
d	2	< 0.1%
y	2	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101764	> 99.9%
S	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203540	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	101764	50.0%
o	101764	50.0%
S	2	< 0.1%
t	2	< 0.1%
e	2	< 0.1%
a	2	< 0.1%
d	2	< 0.1%
y	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203540	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	101764	50.0%
o	101764	50.0%
S	2	< 0.1%
t	2	< 0.1%
e	2	< 0.1%
a	2	< 0.1%
d	2	< 0.1%
y	2	< 0.1%

metformin-pioglitazone
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	6
Median length	2
Mean length	2.000039306
Min length	2

Characters and Unicode

Total characters	203536
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
no	101765	> 99.9%
steady	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	101765	50.0%
o	101765	50.0%
S	1	< 0.1%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	101770	50.0%
Uppercase Letter	101766	50.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	101765	> 99.9%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	101765	> 99.9%
S	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203536	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	101765	50.0%
o	101765	50.0%
S	1	< 0.1%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203536	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	101765	50.0%
o	101765	50.0%
S	1	< 0.1%
t	1	< 0.1%
e	1	< 0.1%
a	1	< 0.1%
d	1	< 0.1%
y	1	< 0.1%

change
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	203532
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	Ch
3rd row	No
4th row	Ch
5th row	Ch

Value	Count	Frequency (%)
no	54755	53.8%
ch	47011	46.2%

Most occurring characters

Value	Count	Frequency (%)
N	54755	26.9%
o	54755	26.9%
C	47011	23.1%
h	47011	23.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	101766	50.0%
Lowercase Letter	101766	50.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	54755	53.8%
C	47011	46.2%

Lowercase Letter

Value	Count	Frequency (%)
o	54755	53.8%
h	47011	46.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203532	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	54755	26.9%
o	54755	26.9%
C	47011	23.1%
h	47011	23.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	203532	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	54755	26.9%
o	54755	26.9%
C	47011	23.1%
h	47011	23.1%

diabetesMed
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

Length

Max length	3
Median length	3
Mean length	2.770031248
Min length	2

Characters and Unicode

Total characters	281895
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	Yes
3rd row	Yes
4th row	Yes
5th row	Yes

Value	Count	Frequency (%)
yes	78363	77.0%
no	23403	23.0%

Most occurring characters

Value	Count	Frequency (%)
Y	78363	27.8%
e	78363	27.8%
s	78363	27.8%
N	23403	8.3%
o	23403	8.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	180129	63.9%
Uppercase Letter	101766	36.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	78363	43.5%
s	78363	43.5%
o	23403	13.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	78363	77.0%
N	23403	23.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	281895	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
Y	78363	27.8%
e	78363	27.8%
s	78363	27.8%
N	23403	8.3%
o	23403	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	281895	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
Y	78363	27.8%
e	78363	27.8%
s	78363	27.8%
N	23403	8.3%
o	23403	8.3%

readmitted
Text

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

Length

Max length	3
Median length	2
Mean length	2.460880844
Min length	2

Characters and Unicode

Total characters	250434
Distinct characters	6
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NO
2nd row	>30
3rd row	NO
4th row	NO
5th row	NO

Value	Count	Frequency (%)
no	54864	53.9%
30	46902	46.1%

Most occurring characters

Value	Count	Frequency (%)
N	54864	21.9%
O	54864	21.9%
3	46902	18.7%
0	46902	18.7%
>	35545	14.2%
<	11357	4.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	109728	43.8%
Decimal Number	93804	37.5%
Math Symbol	46902	18.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	54864	50.0%
O	54864	50.0%

Decimal Number

Value	Count	Frequency (%)
3	46902	50.0%
0	46902	50.0%

Math Symbol

Value	Count	Frequency (%)
>	35545	75.8%
<	11357	24.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	140706	56.2%
Latin	109728	43.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	46902	33.3%
0	46902	33.3%
>	35545	25.3%
<	11357	8.1%

Latin

Value	Count	Frequency (%)
N	54864	50.0%
O	54864	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	250434	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	54864	21.9%
O	54864	21.9%
3	46902	18.7%
0	46902	18.7%
>	35545	14.2%
<	11357	4.5%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Open Punctuation

Dash Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Open Punctuation

Dash Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category